Optical amplifier control in optical networks using machine learning - Archive ouverte HAL
Communication Dans Un Congrès Année : 2020

Optical amplifier control in optical networks using machine learning

Résumé

Optical amplifiers exhibit wavelength dependent gain resulting in power excursion. We present gain equalization techniques not suitable for flexible optical networks and focus on machine learning as an alternative solution to solve the problem.
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Dates et versions

hal-04304822 , version 1 (24-11-2023)

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Catherine Lepers, Maria José Freire Hermelo, Antoine Lavignotte, Dipankar Sengupta, Christine Tremblay. Optical amplifier control in optical networks using machine learning. Photonic Networks and Devices (Networks), Jul 2020, Washington, United States. pp.NeM3B.5, ⟨10.1364/NETWORKS.2020.NeM3B.5⟩. ⟨hal-04304822⟩
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